Do Localization Methods Actually Localize Memorized Data in LLMs?
Ting-Yun ChangJesse ThomasonRobin JiaPublished in: CoRR (2023)
Keyphrases
- data mining methods
- data sets
- data processing
- statistical methods
- data analysis
- preprocessing
- noisy data
- data points
- statistical analysis
- data mining techniques
- machine learning methods
- missing values
- raw data
- high dimensional data
- data collection
- significant improvement
- statistical significance
- database
- high quality
- training data
- complex data
- multiple sources
- data reduction
- spectral clustering
- data representations
- sensor data
- benchmark datasets
- synthetic data
- small number
- data sources
- experimental data
- spatial data
- labeled data
- statistical tests
- image data
- historical data
- data model
- data structure